{"id":"W1895683115","doi":"","title":"Using EMR data to evaluate a physician-developed lifestyle plan for obese patients in primary care.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; College of Family Physicians of Canada; South Health Campus; Canadian Bio-Systems (Canada)","funders":"","keywords":"Medicine; Body mass index; Blood pressure; Medical record; Weight loss; Obesity; Glycated hemoglobin; Physical therapy; Intervention (counseling); Psychological intervention; Cohort; Retrospective cohort study; Diabetes mellitus; Internal medicine; Type 2 diabetes; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004970025,0.0003915982,0.00045548,0.001457762,0.0003859812,0.0005912644,0.0006168884,0.0004840707,0.0009068128],"category_scores_gemma":[0.01857725,0.0003269219,0.0004890155,0.001971709,0.0002179719,0.0003194131,0.0005028138,0.0004013806,0.0002516177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300684,"about_ca_system_score_gemma":0.002654449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.131544,"about_ca_topic_score_gemma":0.2194333,"domain_scores_codex":[0.9957917,0.001448254,0.000450207,0.0004713506,0.001660167,0.0001783432],"domain_scores_gemma":[0.9865925,0.002880011,0.006834173,0.0007980366,0.002256243,0.0006390786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009285977,0.0003664525,0.9850172,0.0002269407,0.0001870573,0.00004484873,0.0002075096,0.0001949815,0.0002482712,0.00001239076,0.0006330342,0.01193289],"study_design_scores_gemma":[0.0001195633,0.000485542,0.9981583,0.00002863373,0.00007523155,0.00003536802,0.00008294505,0.0003786011,0.0001468428,0.000004948897,0.0004785772,0.000005470365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866344,0.0006904749,0.0007358729,0.0001588475,0.00002340884,0.001022149,0.009349002,0.000071125,0.001314803],"genre_scores_gemma":[0.9870286,0.0003109843,0.003929975,0.0002271182,0.00003227636,0.0005491325,0.007355623,0.000007478732,0.0005587258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131544,"threshold_uncertainty_score":0.2615566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4771022126030355,"score_gpt":0.4908740786097914,"score_spread":0.01377186600675595,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}